Applied_AI

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Sonnet 5 Max performs worse than Opus 4.8 High and Fable 5 Low and yet costs more to do a task.

The comparison is even more absurd between Sonnet 5 Max vs Composer 2.5 - they perform similarly, yet Composer is... 15x cheaper.

One might argue it's Cursor's benchmark, so it might be biased, but then again, even GPT-5.5 Very High performs better and it's almost 2x cheaper.

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If you follow PC hardware, this is one of the more interesting long-form videos released recently.

GamersNexus interviewed multiple major hardware companies about the current state of the industry, market pressures, margins, consumer trends, and where things seem to be heading. Surprisingly candid throughout.

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Applied_AI

Submissions

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Why is Sonnet 5 Max priced above models that outperform it?

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Can LLMs be trusted as EDA analysts? Read our paper

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Interesting Details from Microsoft's MAI-Thinking-1 Technical Report [pdf]

Engineers building MCPs in regulated industries: what's been the hardest part?

Spectrograms vs. MFCCs: Practical Tradeoffs in Audio ML [video]

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What breaks when AI-generated code reaches production systems

Lessons from testing GPT and Gemini native audio models for voice agents

Lessons from early access to OpenAI's agent execution layer

Structured planning, execution, and memory for LLM agents (ragbits 1.6)

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